Pol Puigdemont Plana

Research Interests

  • Deep Learning
  • Sequence Models
  • Architectures

Biography

I received my BSc in Data Science and Engineering from Universitat Politècnica de Catalunya (UPC), Barcelona in 2024.

During my studies, in Fall 2023 I spent a semester abroad, at EPFL, where I worked on a research project at LIONS. Subsequently, in spring 2024 I spent another semester abroad, at Georgia Tech, for my BSc thesis.

I re-joined LIONS first as an Intern in Fall 2024 and then as a PhD student in Spring 2025.

Currently, I am interested in the efficiency, stability and understanding of sequence-models such as Transformers or SSMs.

I enjoy sports, food, and recreative programming.

Spatial Priors via Space Filling Curves for Small and Limited Data Vision Transformers

L. Candogan; A. Afzal; P. Puigdemont; V. Cevher 

2026. 43rd International Conference on Machine Learning (ICML 2026), Seoul, South Korea, 2026-07-06 – 2026-07-11.

Detailed record

Linear Attention for Efficient Bidirectional Sequence Modeling

A. Afzal; E. Abad Rocamora; L. Candogan; P. Puigdemont; F. Tonin et al. 

2025. 39th Conference on Neural Information Processing Systems (NeurIPS 2025), San Diego, USA, 2025-12-02 – 2025-12-07.

Detailed record

Ascent Fails to Forget

I. Mavrothalassitis; P. Puigdemont; N. I. Levi; V. Cevher 

2025. 39th Conference on Neural Information Processing Systems (NeurIPS 2025), San Diego, USA, 2025-12-02 – 2025-12-07.

Detailed record

Learning to Remove Cuts in Integer Linear Programming

P. Puigdemont; E. P. Skoulakis; G. Chrysos; V. Cevher 

2024. 41st International Conference on Machine Learning (ICML 2024), Vienna, Austria, July 21-27, 2024.

Detailed record

Contact

e-mail: Pol Puigdemont Plana

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